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They want to ensure you watch it.

If you tend to watch ads and have a high score then when killed it's likely you will watch the ad to revive.

I guess there’s just a lot I don’t know about this ad market. Is the high value ad only available to show for a limited time?

Very likely yes. Consider an ad for a political candidate: before a particular date it is worth a lot, after that date it is worthless.